Barvinsky Vilkovisky have an amazing string of powerful work on non-local effects in gravity. These are probably under-appreciated and the consequences of their work are not fully understood.
Alessandro Codello and O. Zanusso have a readable account of the Non-local heat kernal.
BV Third order in the curvature A very long paper that lists all the results at third order.